Multiagent Systems

The Multi-Agent Systems (MAS) group at IIIA-CSIC carries out scientific research of excellence in areas that are central to autonomous agents and multi-agent systems: computational models of negotiation, control and organisation, trust and reputation, optmisation, semantics, and recommender systems. It positons itself at the intersecton of CSIC's global areas SOCIETY and MATTER through interdisciplinary research of high socio-economic impact. The goals of the group are governed by an approach to AI focused on human beings, developing computer systems that are aligned with the ethical and social values of the communites that use them, empowering people in the interactions mediated by these systems, respecting and fostering diversity, and exploring new forms of collaboraton.

Head of the Group:  Marco Schorlemmer
Adan Beltran Gomez
PhD Student
Phone Ext. 303

Adrià Fenoy
PhD Student

Anna Puig Puig
Tenured University Lecturer

Athina Georgara
Industrial PhD Student
Phone Ext. 234

Carles Sierra
Research Professor
Phone Ext. 231

Carlos Borrego Iglesias
Tenured University Lecturer

Dave de Jonge
Contract Researcher
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Dimitra Bourou
PhD Student
Phone Ext. 201

Filippo Bistaffa
Contract Researcher
Phone Ext. 209

Inmaculada Rodríguez Santiago
Tenured University Lecturer

Jianglin Qiao
PhD Student

Jordi Sabater-Mir
Tenured Scientist
Phone Ext. 261

Josep Puyol-Gruart
Tenured Scientist
Phone Ext. 210

Juan A. Rodríguez-Aguilar
Research Professor
Phone Ext. 218

Lissette Lemus del Cueto
Contract Engineer
Phone Ext. 259

Maite López-Sánchez
Tenured University Lecturer
Phone Ext. 242

Manel Rodríguez Soto
PhD Student
Phone Ext. 201

Marc Serramià Amorós
PhD Student
Phone Ext. 201

Marco Schorlemmer
Tenured Scientist
Phone Ext. 203

Maria Salamó
Tenured University Lecturer

Mark d'Inverno
Visiting Professor
Phone Ext. 242

Nardine Osman
Tenured Scientist
Phone Ext. 245

Nieves Montes
PhD Student

Pablo Noriega
Tenured Scientist
Phone Ext. 246

Pere Garcia Calvés
Tenured Scientist
Phone Ext. 216

Roger Xavier Lera Leri
Master Student

In Press
Jesús Cerquides,  Rémi Emonet,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (In Press). SOLVING HIGHLY CYCLIC DISTRIBUTED OPTIMIZATION PROBLEMS WITHOUT BUSTING THE BANK: A DECIMATION-BASED APPROACH. Logic Journal of the IGPL. [BibTeX]
2021
Marco Schorlemmer,  & Enric Plaza (2021). A Uniform Model of Computational Conceptual Blending. Cognitive Systems Research, 65, 118--137. https://doi.org/10.1016/j.cogsys.2020.10.003. [BibTeX]  [PDF]
2020
Jordi Ganzer,  Natalia Criado,  Maite Lopez-Sanchez,  Simon Parsons,  & Juan A. Rodríguez-Aguilar (2020). A model to support collective reasoning: Formalization, analysis and computational assessment. arXiv preprint arXiv:2007.06850. [BibTeX]  [PDF]
Marc Serramia,  Maite Lopez-Sanchez,  & Juan A. Rodríguez-Aguilar (2020). A Qualitative Approach to Composing Value-Aligned Norm Systems. Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1233--1241). [BibTeX]  [PDF]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  & David Pla-Santamaria (2020). A stochastic goal programming model to derive stable cash management policies. Journal of Global Optimization, 76, 333--346. [BibTeX]  [PDF]
Manel Rodríguez Soto,  Maite López-Sánchez,  & Juan A. Rodríguez-Aguilar (2020). A Structural Solution to Sequential Moral Dilemmas. Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1152--1160). [BibTeX]  [PDF]
Anna Puig,  Inmaculada Rodríguez,  Josep Ll Arcos,  Juan A. Rodríguez-Aguilar,  Sergi Cebrián,  Anton Bogdanovych,  Núria Morera,  Antoni Palomo,  & Raquel Piqué (2020). Lessons learned from supplementing archaeological museum exhibitions with virtual reality. Virtual Reality, 24, 343--358. [BibTeX]  [PDF]
Filippo Bistaffa,  Juan A. Rodríguez-Aguilar,  & Jesús Cerquides (2020). Predicting Requests in Large-Scale Online P2P Ridesharing. arXiv preprint arXiv:2009.02997. [BibTeX]  [PDF]
Dave de Jonge,  & Dongmo Zhang (2020). Strategic negotiations for extensive-form games. Autonomous Agents and Multi-Agent Systems, 34. https://doi.org/10.1007/s10458-019-09424-y. [BibTeX]  [PDF]
Athina Georgara,  Carles Sierra,  & Juan A. Rodríguez-Aguilar (2020). TAIP: an anytime algorithm for allocating student teams to internship programs. arXiv preprint arXiv:2005.09331. [BibTeX]  [PDF]
Jesús Vega,  M. Ceballos,  Josep Puyol-Gruart,  Pere García,  B. Cobo,  & F. J. Carrera (2020). TES X-ray pulse identification using CNNs. ADASS XXX . [BibTeX]  [PDF]
Marta Poblet,  & Carles Sierra (2020). Understanding Help as a Commons. International Journal of the Commons, 14, 281--493. https://doi.org/http://doi.org/10.5334/ijc.1029. [BibTeX]  [PDF]
Antoni Perello-Moragues,  & Pablo Noriega (2020). Using Agent-Based Simulation to Understand the Role of Values in Policy-Making. Harko Verhagen, Melania Borit, Giangiacomo Bravo, & Nanda Wijermans (Eds.), Advances in Social Simulation (pp. 355--369). Springer International Publishing. [BibTeX]
Paula Chocron,  & Marco Schorlemmer (2020). Vocabulary Alignment in Openly Specified Interactions. Journal of Artificial Intelligence Research, 68, 69--107. https://doi.org/10.1613/jair.1.11497. [BibTeX]
2019
Filippo Bistaffa,  Christian Blum,  Jesús Cerquides,  Alessandro Farinelli,  & Juan A. Rodríguez-Aguilar (2019). A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers. IEEE Transactions on Intelligent Transportation Systems. [BibTeX]  [PDF]
Mariela Morveli Espinoza,  J.C. Nieves,  A. Possebom,  Josep Puyol-Gruart,  & C.A. Tacla (2019). An argumentation-based approach for identifying and dealing with incompatibilities among procedural goals. International Journal of Approximate Reasoning, 105, 1 - 26. https://doi.org/10.1016/j.ijar.2018.10.015. [BibTeX]
Mariela Morveli Espinoza,  Ayslan Trevizan Possebom,  Josep Puyol-Gruart,  & C.A Tacla (2019). Argumentation-based intention formation process. DYNA, 86, 82 - 91. https://doi.org/http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0012-73532019000100082&nrm=iso. [BibTeX]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  & David Pla-Santamaria (2019). Characterizing compromise solutions for investors with uncertain risk preferences. Operational Research, 19, 661--677. [BibTeX]  [PDF]
Marc Serramia,  Jordi Ganzer-Ripoll,  Maite López-Sánchez,  Juan A. Rodríguez-Aguilar,  Natalia Criado,  Simon Parsons,  Patricio Escobar,  & Marc Fernández (2019). Citizen Support Aggregation Methods for Participatory Platforms.. CCIA (pp. 9--18). [BibTeX]
Jordi Ganzer-Ripoll,  Natalia Criado,  Maite Lopez-Sanchez,  Simon Parsons,  & Juan A. Rodríguez-Aguilar (2019). Combining social choice theory and argumentation: Enabling collective decision making. Group Decision and Negotiation, 28, 127--173. [BibTeX]  [PDF]
Karla Trejo,  Pere García,  & Josep Puyol-Gruart (2019). Metadata Generation for Multi-Text Classification in Structured Data. Artificial Intelligence Research and Development (pp. 417-421). [BibTeX]
Antoni Perello-Moragues,  Pablo Noriega,  & Manel Poch (2019). Modelling Contingent Technology Adoption in Farming Irrigation Communities. Journal of Artificial Societies and Social Simulation, 22, 1. https://doi.org/10.18564/jasss.4100. [BibTeX]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  David Pla-Santamaria,  & Ana García-Bernabeu (2019). On the formal foundations of cash management systems. Operational Research, 1--15. [BibTeX]  [PDF]
Inmaculada Rodriguez,  Anna Puig,  Juan A. Rodríguez-Aguilar,  Josep Lluis Arcos,  Sergi Cebrián,  Anton Bogdanovych,  Núria Morera,  Raquel Piqué,  & Antoni Palomo (2019). On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game. International Symposium on Gamification and Games for Learning (GamiLearn 2019) . CEUR-WS.org. [BibTeX]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  & David Pla-Santamaria (2019). On the use of multiple criteria distance indexes to find robust cash management policies. INFOR: Information Systems and Operational Research, 57, 345-360. https://doi.org/10.1080/03155986.2017.1282291. [BibTeX]
Marc Serramia,  Maite López-Sánchez,  Juan A. Rodríguez-Aguilar,  & Patricio Escobar (2019). Optimising Participatory Budget Allocation: The Decidim Use Case. Artificial Intelligence Research and Development (pp 193-202). IOS Press. https://doi.org/10.3233/FAIA190124. [BibTeX]
Juan Carlos Teze,  Antoni Perelló-Moragues,  Lluís Godo,  & Pablo Noriega (2019). Practical reasoning using values: an argumentative approach based on a hierarchy of values. Annals of Mathematics and Artificial Intelligence, 293-319. https://doi.org/10.1007/s10472-019-09660-8. [BibTeX]  [PDF]
Ewa Andrejczuk,  Filippo Bistaffa,  Christian Blum,  Juan A. Rodríguez-Aguilar,  & Carles Sierra (2019). Synergistic team composition: A computational approach to foster diversity in teams. Knowledge-Based Systems, 182. https://doi.org/10.1016/j.knosys.2019.06.007. [BibTeX]
Dave Jonge,  Tim Baarslag,  Reyhan Aydoğan,  Catholijn Jonker,  Katsuhide Fujita,  & Takayuki Ito (2019). The Challenge of Negotiation in the Game of Diplomacy. Marin Lujak (Eds.), Agreement Technologies 2018, Revised Selected Papers (pp. 100-114). Springer International Publishing. [BibTeX]
Carles Sierra,  Nardine Osman,  Pablo Noriega,  Jordi Sabater-Mir,  & Antoni Perello-Moragues (2019). Value alignment: A formal approach. Responsible Artificial Intelligence Agents Workshop (RAIA) in AAMAS 2019 . [BibTeX]  [PDF]
2018
Manfred Eppe,  Ewen Maclean,  Roberto Confalonieri,  Oliver Kutz,  Marco Schorlemmer,  Enric Plaza,  & Kai-Uwe Kühnberger (2018). A computational framework for conceptual blending. Artificial Intelligence, 256, 105-129. [BibTeX]
Filippo Bistaffa,  & Alessandro Farinelli (2018). A COP Model For Graph-Constrained Coalition Formation. Journal of Artificial Intelligence Research, 62, 133-153. https://doi.org/10.1613/jair.1.11205. [BibTeX]
Filippo Bistaffa,  & Alessandro Farinelli (2018). A COP Model for Graph-Constrained Coalition Formation (Extended Abstract). International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2018) (pp. 5553-5557). AAAI Press. https://doi.org/10.24963/ijcai.2018/783. [BibTeX]
Pham Tran Anh Quang,  Kamal Deep Singh,  Juan A. Rodríguez-Aguilar,  Gauthier Picard,  Kandaraj Piamrat,  Jesús Cerquides,  & César Viho (2018). AD3-GLaM: A Cooperative Distributed QoE-based Approach for SVC Video Streaming over Wireless Mesh Networks. Ad Hoc Networks, 80, 1-15. https://doi.org/10.1016/j.adhoc.2018.07.005. [BibTeX]
Fèlix Bou,  Enric Plaza,  & Marco Schorlemmer (2018). Amalgams, colimits, and conceptual blending. Concept Invention: Foundations, Implementation, Social Aspects and Applications. Springer. https://doi.org/10.1007/978-3-319-65602-1_2. [BibTeX]
Francisco Salas-Molina,  David Pla-Santamaria,  & Juan A. Rodríguez-Aguilar (2018). A multi-objective approach to the cash management problem. Annals of Operations Research, 267, 515-529. https://doi.org/10.1007/s10479-016-2359-1. [BibTeX]
Filippo Bistaffa,  Juan A. Rodríguez-Aguilar,  Jesús Cerquides,  & Christian Blum (2018). A Simulation Tool for Large-Scale Online Ridesharing (Demonstration). International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018) (pp. 1797-1799). IFAAMAS. https://doi.org/https://dl.acm.org/citation.cfm?id=3237981. [BibTeX]
Sergi Cebrián,  Núria Morera,  Joan Anton Barceló,  Igor Bogdanovic,  Oriol López-Bultó,  Ivan Campana,  Antoni Palomo,  Raquel Piqué,  Jordi Revelles,  Xavier Terradas,  Josep Lluis Arcos,  Juan A. Rodríguez-Aguilar,  Anton Bogdanovych,  Simeon Simoff,  Tomas Trescak,  Inmaculada Rodriguez,  & Anna Puig (2018). Beyond the Virtual Reconstruction of an Archaeological Settlement. Computer Applications and Quantitative Methods in Archaeology (CAA) international conference . [BibTeX]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  & David Pla-Santamaria (2018). Boundless multiobjective models for cash management. The Engineering Economist, 63, 363-381. https://doi.org/10.1080/0013791X.2018.1456596. [BibTeX]  [PDF]
José Luis Fernández-Martínez,  Maite Lopez-Sanchez,  Juan A. Rodríguez-Aguilar,  Dionisio Sánchez Rubio,  & Berenice Zambrano Nemegyei (2018). Co-Designing Participatory Tools for a New Age: A Proposal for Combining Collective and Artificial Intelligences. International Journal of Public Administration in the Digital Age (IJPADA), 5, 1--17. [BibTeX]  [PDF]